{"id":"W4400640537","doi":"10.3390/antiox13070851","title":"Multi-Omics Reveals the Effects of Spirulina platensis Powder Replacement of Fish Meal on Intestinal Metabolism and Stress in Zig-Zag Eel (Mastacembelus armatus)","year":2024,"lang":"en","type":"article","venue":"Antioxidants","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"China Agricultural Research System","keywords":"Spirulina (dietary supplement); Fish meal; Superoxide dismutase; Alkaline phosphatase; Malondialdehyde; Biology; Food science; Meal; Animal science; Oxidative stress; Biochemistry; Chemistry; Fish <Actinopterygii>; Enzyme; Fishery; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002326428,0.000141634,0.0002541875,0.00002837365,0.00005490276,0.00003015401,0.0001274972,0.00007594282,0.00002203445],"category_scores_gemma":[0.000118402,0.00005030313,0.00007493222,0.0002943545,0.00009511675,0.00007834959,0.00006251343,0.0001537852,0.000004305993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001023075,"about_ca_system_score_gemma":0.000005667559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001256217,"about_ca_topic_score_gemma":0.0001977698,"domain_scores_codex":[0.9989721,0.0001008331,0.0003004747,0.0002491916,0.000195112,0.0001823187],"domain_scores_gemma":[0.9993646,0.0003675158,0.0000958528,0.00006172518,0.00006133316,0.00004902418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001904941,0.0003740847,0.01690606,0.0003343287,0.00005131662,0.00003444812,0.0005258634,0.000002936823,0.9723741,0.000691681,0.002193192,0.006321469],"study_design_scores_gemma":[0.00073551,0.0004126075,0.7306902,0.0009721068,0.00004765834,0.00001891469,0.0005289303,0.0001997772,0.2644395,0.0002286257,0.001547154,0.0001790488],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972509,0.0007975448,0.000002292679,0.001267817,0.0001180702,0.0002910711,0.0001274828,0.0000228413,0.0001219447],"genre_scores_gemma":[0.9987743,0.0005149738,0.00009603591,0.0004001262,0.00006253234,0.000008880848,0.00002088515,0.000001623636,0.0001206259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7137841,"threshold_uncertainty_score":0.2051302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165366661398366,"score_gpt":0.2455175607847965,"score_spread":0.2289808946449599,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}